Digital designers normally proceed from behavioral specification to logic circuit; rarely do they need to go in the reverse direction. One such situation is examined here: recovering the high-level specifications of a popular set of benchmark logic circuits. The authors present their methodology and experience in reverse engineering the ISCAS-85 circuits. They also discuss a few of the practical uses of the resulting high-level benchmarks and make them available for other researchers to use.